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hpcaitech/ColossalAI 软件分析报告

• 软件分析
目录 隐藏
1 基础信息
2 漏洞列表
3 缺陷组件
4 许可证风险
5 SBOM清单

基础信息

项目名称：hpcaitech/ColossalAI

项目徽章：

Security Status

仓库地址：https://github.com/pterodactyl/panel

检测报告地址：https://www.murphysec.com/console/report/1718667467391025152/1718667510734962688

此报告由Murphysec提供

漏洞列表

漏洞名称 漏洞类型 MPS编号 CVE编号 漏洞等级
低危
NumPy 代码问题漏洞 空指针取消引用 MPS-2021-32278 CVE-2021-41495 中危
Python 安全漏洞 ReDoS MPS-2022-57238 CVE-2022-40897 中危
PyTorch 命令注入漏洞 代码注入 MPS-2022-65270 CVE-2022-45907 严重

缺陷组件

组件名称 版本 最小修复版本 依赖关系 修复建议
torch 1.12 1.13.1 间接依赖 建议修复
setuptools 39.2.0 65.5.1 间接依赖 可选修复
numpy 1.24.1 间接依赖 可选修复
gradio 3.34.0 间接依赖 可选修复

许可证风险

许可证类型 相关组件 许可证风险
MIT 14 低
Apache-2.0 8 低
自定义许可证 8 低
BSD-3-Clause 4 低
BSD-2-Clause 2 低

SBOM清单

组件名称 组件版本 是否直接依赖 仓库
ColoTensor 间接依赖 pip
_DistSpec 间接依赖 pip
ConvModuleHandler 间接依赖 pip
imsave 间接依赖 pip
DistSpecManager 间接依赖 pip
LlamaTokenizer 间接依赖 pip
llama_load_quant 间接依赖 pip
degradation_fn_bsr_light 间接依赖 pip
BLOOMRM 间接依赖 pip
DAG_MLP 间接依赖 pip
ProfilerActivity 间接依赖 pip
opencv-python 4.6.0.66 间接依赖 pip
replace_xformers 间接依赖 pip
pg_parse_args 间接依赖 pip
contextmanager 间接依赖 pip
broadcast 间接依赖 pip
Tuple 间接依赖 pip
DummyDataloader 间接依赖 pip
register_leaf_module_impl 间接依赖 pip
trange 间接依赖 pip
RpcTestModel 间接依赖 pip
BloomTokenizerFast 间接依赖 pip
DynamicGradScaler 间接依赖 pip
Iterable 间接依赖 pip
symbolic_trace 间接依赖 pip
get_gpt2_components 间接依赖 pip
HostInfoList 间接依赖 pip
BertForPreTraining 间接依赖 pip
imread 间接依赖 pip
hooks 间接依赖 pip
AutoConfig 间接依赖 pip
Iterator 间接依赖 pip
get_batch_size 间接依赖 pip
open-clip-torch 2.7.0 间接依赖 pip
spawn 间接依赖 pip
bias_addition_method 间接依赖 pip
Graph 间接依赖 pip
MemoryEfficientAttentionCutlassOp 间接依赖 pip
reduce_by_batch_2d 间接依赖 pip
nn 间接依赖 pip
get_tensorboard_writer 间接依赖 pip
tensorboard 2.14.0 间接依赖 pip
requirements.txt 间接依赖 pip
load_moe_model 间接依赖 pip
Linear 间接依赖 pip
rpc_is_initialized 间接依赖 pip
CollectiveCommPattern 间接依赖 pip
MemoryCost 间接依赖 pip
Generator 间接依赖 pip
_unflatten_dense_tensors 间接依赖 pip
flash_attn_func 间接依赖 pip
ColoGraphModule 间接依赖 pip
tqdm 4.61.2 间接依赖 pip
ShardConfig 间接依赖 pip
SHARD_COST 间接依赖 pip
Repository 间接依赖 pip
numpy 1.24.1 间接依赖 pip
imageio 2.9.0 间接依赖 pip
run_on_environment_flag 间接依赖 pip
black 23.9.1 间接依赖 pip
check_AB 间接依赖 pip
Repad 间接依赖 pip
OUTPUT_SAVED_MOD 间接依赖 pip
ColoTensorSpec 间接依赖 pip
List 间接依赖 pip
fastapi 0.85.1 间接依赖 pip
clear_cache_before_run 间接依赖 pip
DDPMScheduler 间接依赖 pip
six 1.16.0 间接依赖 pip
ColoTracer 间接依赖 pip
omegaconf 2.1.1 间接依赖 pip
Dialogue 间接依赖 pip
ShardingNotDivisibleError 间接依赖 pip
ConvFunctionHandler 间接依赖 pip
BertDualHead 间接依赖 pip
pudb 2019.2 间接依赖 pip
Policy 间接依赖 pip
DEPTH 间接依赖 pip
ComputeSpec 间接依赖 pip
Experts 间接依赖 pip
https 间接依赖 pip
BLOOMActor 间接依赖 pip
uniform_split_pass 间接依赖 pip
TensorState 间接依赖 pip
AutoTokenizer 间接依赖 pip
pydantic 1.10.2 间接依赖 pip
UNetModel 间接依赖 pip
pandas 1.4.1 间接依赖 pip
CLIPTokenizer 间接依赖 pip
FrozenCLIPTextEmbedder 间接依赖 pip
bias_dropout_add_fused_train 间接依赖 pip
Lars 间接依赖 pip
ModulePolicyDescription 间接依赖 pip
register_leaf_module 间接依赖 pip
parse_args 间接依赖 pip
gradio 3.34.0 间接依赖 pip
ComputePattern 间接依赖 pip
GPTCritic 间接依赖 pip
Node 间接依赖 pip
LearningRateMonitor 间接依赖 pip
CLIPTextModel 间接依赖 pip
assert_equal_in_group 间接依赖 pip
FeatureFusionBlock_custom 间接依赖 pip
_make_pretrained_vitb_rn50_384 间接依赖 pip
TensorMetadata 间接依赖 pip
Matmul_ABT_2p5D 间接依赖 pip
PromptDataset 间接依赖 pip
ProcessGroup 间接依赖 pip
model 间接依赖 pip
autoflake 2.2.1 间接依赖 pip
colo_model_data_tensor_move 间接依赖 pip
is_compatible_with_meta 间接依赖 pip
MLP 间接依赖 pip
Lamb 间接依赖 pip
Embedding 间接依赖 pip
HiddenParallelEmbedding 间接依赖 pip
torch 1.12 间接依赖 pip
CPUAdam 间接依赖 pip
ListConfig 间接依赖 pip
SFTDataset 间接依赖 pip
get_sam_flash_attention_forward 间接依赖 pip
flash_attn 2.0.5 间接依赖 pip
HiddenParallelGPTLMHead1D 间接依赖 pip
setuptools 39.2.0 间接依赖 pip
ViTConfig 间接依赖 pip
assert_close_loose 间接依赖 pip
solver_rotor 间接依赖 pip
CommSpec 间接依赖 pip
model_zoo 间接依赖 pip
dtype 间接依赖 pip
SUPPORT_LAZY 间接依赖 pip
bias_addition_function 间接依赖 pip
ListCache 间接依赖 pip
Callback 间接依赖 pip
get_lr_scheduler 间接依赖 pip
ImageDraw 间接依赖 pip
_create_vision_transformer 间接依赖 pip
OperationDataType 间接依赖 pip
split_batch_2p5d 间接依赖 pip
find_packages 间接依赖 pip
OPTForCausalLM 间接依赖 pip
_DistCommMethod 间接依赖 pip
MoeLayer 间接依赖 pip
TPExperts 间接依赖 pip
CostGraph 间接依赖 pip
BertLayer 间接依赖 pip
TransposeHandler 间接依赖 pip
balanced_split_pass 间接依赖 pip
check_state_dict_equal 间接依赖 pip
get_model 间接依赖 pip
locust 2.11.0 间接依赖 pip
check_lazy_init 间接依赖 pip
convert_to_apex_amp 间接依赖 pip
protobuf 3.20.0 间接依赖 pip
AutoencoderKL 间接依赖 pip
streamlit 1.11.1 间接依赖 pip
LinearModuleHandler 间接依赖 pip
OUTPUT_SAVED_OPS 间接依赖 pip
DuplicatedShardingDimensionError 间接依赖 pip
PermuteHandler 间接依赖 pip
GPTActor 间接依赖 pip
SentencePiece 0.1.99 间接依赖 pip
ChatGLMModel 间接依赖 pip
Trainer 间接依赖 pip
distribute_tensor 间接依赖 pip
sentencepiece 0.1.99 间接依赖 pip
packaging 23.1 间接依赖 pip
custom_bwd 间接依赖 pip
webdataset 0.2.5 间接依赖 pip
ColCaiQuantLinear 间接依赖 pip
low_resource_init 间接依赖 pip
Matmul_AB_2p5D 间接依赖 pip
fbgemm-gpu 0.2.0 间接依赖 pip
profile 间接依赖 pip
get_leaf 间接依赖 pip
ShardingSpec 间接依赖 pip
make_experience_batch 间接依赖 pip
titans 0.0.7 间接依赖 pip
Any 间接依赖 pip
INPUT_GROUP_3D 间接依赖 pip
cast_tensor_to_fp16 间接依赖 pip
colossalai 0.3.2 间接依赖 pip
LowLevelZeroStrategy 间接依赖 pip
ShardingStrategy 间接依赖 pip
linearize 间接依赖 pip
SeqLenInfo 间接依赖 pip
ViTForImageClassification 间接依赖 pip
jdump 间接依赖 pip
gpipe_dp_split_pass 间接依赖 pip
uvicorn 0.19.0 间接依赖 pip
PreTrainedTokenizer 间接依赖 pip
Callable 间接依赖 pip
LinearFunctionHandler 间接依赖 pip
recv_backward 间接依赖 pip
jload 间接依赖 pip
NOT_NVML 间接依赖 pip
Union 间接依赖 pip
BertConfig 间接依赖 pip
compatibility 间接依赖 pip
DropoutForReplicatedInput 间接依赖 pip
flash_attn_varlen_func 间接依赖 pip
bias_dropout_add_fused_inference 间接依赖 pip
custom_fwd 间接依赖 pip
get_timers 间接依赖 pip
prepare_buffers 间接依赖 pip
ChatGLMForConditionalGeneration 间接依赖 pip
albumentations 1.3.0 间接依赖 pip
triton 2.0.0.dev20221202 间接依赖 pip
chen_greedy 间接依赖 pip
MetaInfoProp 间接依赖 pip
parameterize 间接依赖 pip
ParallelMode 间接依赖 pip
DropoutForParallelInput 间接依赖 pip
degradation_fn_bsr 间接依赖 pip
GPTLMLoss 间接依赖 pip
DictConfig 间接依赖 pip
setup 间接依赖 pip
_AliasATen 间接依赖 pip
all_reduce 间接依赖 pip
check_grad 间接依赖 pip
assign_bfs_level_to_nodes 间接依赖 pip
GeminiStrategy 间接依赖 pip
get_data 间接依赖 pip
RingAV 间接依赖 pip
split_with_split_nodes_pass 间接依赖 pip
GeminiPlugin 间接依赖 pip
BloomForCausalLM 间接依赖 pip
get_tokenizer 间接依赖 pip
diffusers 0.5.0 间接依赖 pip
build_model 间接依赖 pip
OperationData 间接依赖 pip
einops 0.3.0 间接依赖 pip
convert_to_naive_amp 间接依赖 pip
OPTActor 间接依赖 pip
LlamaForCausalLM 间接依赖 pip
tmm_models 间接依赖 pip
SolverOptions 间接依赖 pip
DataloaderOption 间接依赖 pip
seed 间接依赖 pip
EncoderUNetModel 间接依赖 pip
sanic 22.9.0 间接依赖 pip
recv_forward 间接依赖 pip
memory_efficient_attention 间接依赖 pip
LowLevelZeroPlugin 间接依赖 pip
SequenceParallelDataIterator 间接依赖 pip
save_moe_model 间接依赖 pip
matmul 间接依赖 pip
ColoParameter 间接依赖 pip
CaiQuantLinear 间接依赖 pip
palm_pytorch 间接依赖 pip
DataLoader 间接依赖 pip
convert_to_torch_amp 间接依赖 pip
GPT2LMHeadModel 间接依赖 pip
ConstantGradScaler 间接依赖 pip
Dict 间接依赖 pip
StatefulTensor 间接依赖 pip
NetflixDataset 间接依赖 pip
SupervisedDataset 间接依赖 pip
Set 间接依赖 pip
Extension 间接依赖 pip
nullcontext 间接依赖 pip
HostInfo 间接依赖 pip
_send_object 间接依赖 pip
Partition 间接依赖 pip
ABC 间接依赖 pip
Sequence 间接依赖 pip
RingQK 间接依赖 pip
_flatten_dense_tensors 间接依赖 pip
set_tuning_params 间接依赖 pip
PartitionInputVal 间接依赖 pip
get_profile_context 间接依赖 pip
Enum 间接依赖 pip
colo_set_process_memory_fraction 间接依赖 pip
check_ABT 间接依赖 pip
SUPPORT_FLASH 间接依赖 pip
check_topo 间接依赖 pip
_pair 间接依赖 pip
Critic 间接依赖 pip
HybridAdam 间接依赖 pip
_cfg 间接依赖 pip
rerun_if_address_is_in_use 间接依赖 pip
BATCH_SIZE 间接依赖 pip
BufferItem 间接依赖 pip
_make_pretrained_vitb16_384 间接依赖 pip
WEIGHT_GROUP_3D 间接依赖 pip
sleep 间接依赖 pip
Image 间接依赖 pip
Actor 间接依赖 pip
ldm 间接依赖 pip
FrozenClipImageEmbedder 间接依赖 pip
ALLGATHER_COST 间接依赖 pip
HfFolder 间接依赖 pip
test-tube 0.7.5 间接依赖 pip
torchrec 0.2.0 间接依赖 pip
split_batch_2d 间接依赖 pip
BertLMHeadModel 间接依赖 pip
GPT2Config 间接依赖 pip
FFNExperts 间接依赖 pip
netflix_collator 间接依赖 pip
ChatPromptProcessor 间接依赖 pip
imageio-ffmpeg 0.4.2 间接依赖 pip
BLOOMCritic 间接依赖 pip
transformers 4.33.0 间接依赖 pip
TorchDDPPlugin 间接依赖 pip
get_micro_batch 间接依赖 pip
ShapeConsistencyManager 间接依赖 pip
auto 间接依赖 pip
sanic_ext 22.9.0 间接依赖 pip
assert_close 间接依赖 pip
Solver 间接依赖 pip
colo_model_data_tensor_move_inline 间接依赖 pip
ninja 1.11.1 间接依赖 pip
HhRlhfDataset 间接依赖 pip
RmStaticDataset 间接依赖 pip
DistPlacementPattern 间接依赖 pip
ShardFormer 间接依赖 pip
Interpolate 间接依赖 pip
DDPStrategy 间接依赖 pip
get_batch_for_sequence_parallel 间接依赖 pip
get_args 间接依赖 pip
abstractmethod 间接依赖 pip
coverage 7.2.3 间接依赖 pip
lightning 1.9.0 间接依赖 pip
torchmetrics 0.7 间接依赖 pip
ModelAttribute 间接依赖 pip
SolverFactory 间接依赖 pip
MissCacheError 间接依赖 pip
forward_fn 间接依赖 pip
_single 间接依赖 pip
reduce_by_batch_2p5d 间接依赖 pip
OPTCritic 间接依赖 pip
all_gather 间接依赖 pip
tm_models 间接依赖 pip
colo_device_memory_capacity 间接依赖 pip
cast_tensor_to_bf16 间接依赖 pip
Optional 间接依赖 pip
_recv_object 间接依赖 pip
Dataset 间接依赖 pip
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